Early visual processing for pattern recognition in natural environments

In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed....

Descripción completa

Guardado en:
Detalles Bibliográficos
Autor principal: Matuk Herrera, Rosana Isabel
Publicado: 2012
Materias:
Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
Acceso en línea:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03029743_v7441LNCS_n_p543_MatukHerrera
http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires
id paper:paper_03029743_v7441LNCS_n_p543_MatukHerrera
record_format dspace
spelling paper:paper_03029743_v7441LNCS_n_p543_MatukHerrera2023-06-08T15:28:46Z Early visual processing for pattern recognition in natural environments Matuk Herrera, Rosana Isabel Gradual changes Hierarchical architectures Lateral geniculate nucleus Natural environments Ring-shaped pattern Visual-processing Image analysis Computer vision In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag. Fil:Matuk Herrera, R. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2012 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03029743_v7441LNCS_n_p543_MatukHerrera http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera
institution Universidad de Buenos Aires
institution_str I-28
repository_str R-134
collection Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
spellingShingle Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
Matuk Herrera, Rosana Isabel
Early visual processing for pattern recognition in natural environments
topic_facet Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
description In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag.
author Matuk Herrera, Rosana Isabel
author_facet Matuk Herrera, Rosana Isabel
author_sort Matuk Herrera, Rosana Isabel
title Early visual processing for pattern recognition in natural environments
title_short Early visual processing for pattern recognition in natural environments
title_full Early visual processing for pattern recognition in natural environments
title_fullStr Early visual processing for pattern recognition in natural environments
title_full_unstemmed Early visual processing for pattern recognition in natural environments
title_sort early visual processing for pattern recognition in natural environments
publishDate 2012
url https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03029743_v7441LNCS_n_p543_MatukHerrera
http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera
work_keys_str_mv AT matukherrerarosanaisabel earlyvisualprocessingforpatternrecognitioninnaturalenvironments
_version_ 1768544594402738176

Ejemplares similares